The following table provides summary statistics for permanent job vacancies with a requirement for Data Management skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Management over the 3 months to 27 April 2017 with a comparison to the same period in the previous 2 years.

Data Management
UK
3 months to
27 Apr 2017
Same period 2016 Same period 2015
Rank 228 195 233
Rank change year-on-year -33 +38  
Permanent jobs citing Data Management 1252 1792 1614
As % of all permanent IT jobs advertised in the UK 1.46% 1.73% 1.46%
As % of the Processes & Methodologies category 1.63% 1.95% 1.67%
Number of salaries quoted 937 1411 1225
Median salary £51,500 £52,500 £54,750
Median salary % change year-on-year -1.90% -4.10%  
90% offered a salary of more than £32,500 £30,500 £33,911
10% offered a salary of more than £84,700 £80,000 £80,000
UK excluding London median salary £45,000 £45,000 £45,000

Data Management is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for process and methodology skills.

Process & Methodology Skills
UK
Permanent job vacancies with a requirement for process and methodology skills 76853 92098 96421
As % of all permanent IT job vacancies advertised in the UK 89.34% 88.76% 87.11%
Number of salaries quoted 63221 76512 77821
Median salary £50,000 £50,000 £50,000
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £75,000 £75,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Management
Job Vacancy Trend

The job posting trend of jobs advertised citing Data Management as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Management in the UK

Data Management
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Management.

Salary trend for Data Management in the UK

Data Management
Salary Histogram

The salary distribution of IT jobs citing Data Management over the 3 months to 27 April 2017.

Salary histogram for Data Management in the UK

Data Management
Top 30 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Management within the UK over the 3 months to 27 April 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England -35 1196 £51,500 -1.90% 173
London -7 635 £60,000 +4.34% 63
South East -3 187 £51,875 +3.75% 31
City of London -1 137 £47,500 -20.83% 23
North West -15 94 £40,000 - 22
South West +10 81 £40,000 -20.00% 13
Surrey +81 61 £55,000 +22.22% 4
Yorkshire -11 61 £42,000 -1.17% 11
Berkshire -22 57 £55,000 -4.34% 8
Manchester -23 56 £40,000 +3.22% 14
West Midlands -31 53 £55,000 +16.94% 14
West Yorkshire -13 40 £42,500 -2.85% 6
East of England -30 40 £47,500 -17.39% 11
Leeds +7 34 £42,000 -6.66% 5
East Midlands -42 33 £47,500 +5.55% 6
Birmingham -5 32 £57,500 +35.29% 5
Egham - 32 - - 1
Scotland -14 29 £57,500 +35.29% 7
Bristol +10 27 £39,500 -21.00% 4
Merseyside +12 23 £45,000 +15.38% 5
North East +17 21 £44,500 -22.60% 1
Cambridgeshire +7 21 £50,000 -4.76% 2
Hampshire +11 18 £47,125 +4.72% 4
Cambridge +6 18 £50,000 +17.64% 1
Edinburgh -8 18 £68,750 +102.20% 5
Oxfordshire -13 16 £65,000 +57.57% 2
Slough +28 15 £65,000 +15.55%
Wiltshire +11 15 £42,000 +6.54% 4
Liverpool +5 15 £45,000 +15.38% 3
Northamptonshire -8 15 £49,000 -10.90% 1

For the 6 months to 27 April 2017, IT jobs citing Data Management also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads with a requirement for Data Management.

1 768 (31.31%) Finance
2 721 (29.39%) SQL
3 642 (26.17%) Business Intelligence
4 523 (21.32%) Analytics
5 522 (21.28%) SQL Server
6 512 (20.87%) Agile Software Development
7 493 (20.10%) Data Warehouse
8 462 (18.83%) Analytical Skills
9 448 (18.26%) Microsoft
10 409 (16.67%) Oracle
11 408 (16.63%) Master Data Management
12 388 (15.82%) Degree
13 373 (15.21%) ETL
14 352 (14.35%) Data Quality
15 350 (14.27%) Data Modelling
16 349 (14.23%) Java
17 284 (11.58%) SAP
18 278 (11.33%) Big Data
19 272 (11.09%) Stakeholder Management
20 257 (10.48%) SQL Server Integration Services
21 249 (10.15%) Management Information System
22 244 (9.95%) Project Management
23 231 (9.42%) Banking
24 215 (8.76%) Data Analysis
25 214 (8.72%) Data Governance
26 211 (8.60%) SQL Server Reporting Services
27 209 (8.52%) Data Architecture
28 207 (8.44%) Visualisation
29 194 (7.91%) Relational Database
30 186 (7.58%) Migration

Data Management
Co-occurring IT Skills by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 95 (3.87%) SAS
2 92 (3.75%) Apache Spark
2 92 (3.75%) SharePoint
3 40 (1.63%) Apache
4 39 (1.59%) Apache Pig
5 35 (1.43%) Oracle SOA Suite
6 29 (1.18%) JBoss
7 20 (0.82%) ArcGIS
8 19 (0.77%) CMS
9 16 (0.65%) Documentum
9 16 (0.65%) IIS
9 16 (0.65%) Skype for Business
9 16 (0.65%) WebSphere
10 13 (0.53%) Elasticsearch
10 13 (0.53%) WebLogic
11 12 (0.49%) MS Exchange
12 11 (0.45%) Confluence
13 10 (0.41%) Adobe Experience Manager
13 10 (0.41%) BizTalk Server
14 9 (0.37%) Tomcat
Applications
1 184 (7.50%) Microsoft Excel
2 102 (4.16%) Microsoft Office
3 58 (2.36%) Microsoft PowerPoint
4 32 (1.30%) SPSS
5 22 (0.90%) Microsoft Project
6 20 (0.82%) MS Visio
7 10 (0.41%) Spreadsheet
8 4 (0.16%) Camtasia
8 4 (0.16%) FrameMaker
8 4 (0.16%) HipChat
8 4 (0.16%) RoboHelp
8 4 (0.16%) Windchill
9 3 (0.12%) AutoCAD
9 3 (0.12%) Pro/ENGINEER
9 3 (0.12%) PTC Creo
9 3 (0.12%) SOLIDWORKS
9 3 (0.12%) SPSS Modeler
10 2 (0.082%) Solid Edge
11 1 (0.041%) Photoshop
11 1 (0.041%) Siemens NX
Business Applications
1 60 (2.45%) SAP MM
2 59 (2.41%) SAP PM
3 58 (2.36%) SAP SD
4 56 (2.28%) SAP CO
4 56 (2.28%) SAP FI
4 56 (2.28%) SAP FI/CO
5 50 (2.04%) Maximo
6 48 (1.96%) Primavera
6 48 (1.96%) SAP HR
6 48 (1.96%) SAP QM
7 39 (1.59%) SAP BPC
8 38 (1.55%) Markit EDM
9 35 (1.43%) Dynamics CRM
10 33 (1.35%) Dynamics AX
11 21 (0.86%) SAP ERP
12 19 (0.77%) SAP EHS
13 18 (0.73%) SAP CRM
13 18 (0.73%) thinkFolio
14 16 (0.65%) SAP cProjects
14 16 (0.65%) SAP MRS
Cloud Services
1 151 (6.16%) Microsoft Azure
2 127 (5.18%) Amazon AWS
3 77 (3.14%) SaaS
4 37 (1.51%) IaaS
5 34 (1.39%) PaaS
6 28 (1.14%) Office 365
7 25 (1.02%) Cloud Computing
8 20 (0.82%) Yammer
9 17 (0.69%) GitHub
9 17 (0.69%) Google Cloud Platform
10 16 (0.65%) Google Analytics
11 12 (0.49%) Adobe Analytics
12 6 (0.24%) Force.com
12 6 (0.24%) SuccessFactors
13 5 (0.20%) Boomi
13 5 (0.20%) MailChimp
14 4 (0.16%) G Suite
14 4 (0.16%) Silverpop
15 2 (0.082%) Heroku
15 2 (0.082%) Mimecast
Communications & Networking
1 41 (1.67%) SAN
2 36 (1.47%) Kerberos
3 34 (1.39%) DNS
4 33 (1.35%) Internet
5 30 (1.22%) Firewall
6 23 (0.94%) Intranet
7 20 (0.82%) VPN
8 18 (0.73%) TCP/IP
8 18 (0.73%) VoIP
9 17 (0.69%) SSL
10 16 (0.65%) BGP
10 16 (0.65%) LDAP
10 16 (0.65%) MPLS
11 15 (0.61%) HTTP
11 15 (0.61%) Skype
12 12 (0.49%) Network Security
13 11 (0.45%) WAN
14 10 (0.41%) Wireless
15 9 (0.37%) FCoE
16 7 (0.29%) DHCP
Database & Business Intelligence
1 522 (21.28%) SQL Server
2 493 (20.10%) Data Warehouse
3 278 (11.33%) Big Data
4 257 (10.48%) SQL Server Integration Services
5 211 (8.60%) SQL Server Reporting Services
6 194 (7.91%) Relational Database
7 146 (5.95%) Hadoop
8 135 (5.50%) SQL Server Analysis Services
9 118 (4.81%) BusinessObjects
10 89 (3.63%) NoSQL
11 87 (3.55%) Power BI
12 83 (3.38%) GIS
13 79 (3.22%) MySQL
14 78 (3.18%) QlikView
15 72 (2.94%) RDBMS
16 67 (2.73%) SQL Server 2008
17 59 (2.41%) Apache Hive
17 59 (2.41%) SQL Server 2012
18 58 (2.36%) SAP BW
19 50 (2.04%) Oracle Database
Development Applications
1 65 (2.65%) Git (software)
2 63 (2.57%) JIRA
3 44 (1.79%) Selenium
4 43 (1.75%) Talend Open Studio
5 41 (1.67%) Jenkins
6 33 (1.35%) ERwin
7 29 (1.18%) Visual Studio
8 17 (0.69%) JMeter
8 17 (0.69%) Toad
9 16 (0.65%) Team Foundation Server
10 15 (0.61%) SQL Server Management Studio (SSMS)
11 13 (0.53%) Atlassian Bamboo
12 12 (0.49%) Travis CI
13 10 (0.41%) Cucumber
13 10 (0.41%) WebDriver
14 8 (0.33%) Bitbucket
14 8 (0.33%) JUnit
14 8 (0.33%) TeamCity
15 7 (0.29%) Subversion
16 6 (0.24%) Eclipse
General
1 768 (31.31%) Finance
2 231 (9.42%) Banking
3 172 (7.01%) Retail
4 170 (6.93%) Marketing
5 133 (5.42%) Legal
6 120 (4.89%) Investment Banking
7 81 (3.30%) Telecoms
8 54 (2.20%) Front Office
9 53 (2.16%) Manufacturing
10 47 (1.92%) Back Office
11 37 (1.51%) Advertising
12 35 (1.43%) Pharmaceutical
13 30 (1.22%) Billing
14 25 (1.02%) Financial Institution
15 24 (0.98%) French Language
16 23 (0.94%) Law
17 19 (0.77%) Publishing
18 16 (0.65%) German Language
19 15 (0.61%) Retail Banking
20 14 (0.57%) Games
Job Titles
1 443 (18.06%) Developer
2 412 (16.80%) Analyst
3 369 (15.04%) Architect
4 220 (8.97%) Data Architect
5 192 (7.83%) Consultant
6 153 (6.24%) Data Analyst
7 147 (5.99%) Data Manager
8 103 (4.20%) Junior
9 98 (4.00%) Administrator
10 91 (3.71%) Solutions Architect
11 79 (3.22%) Java Developer
12 73 (2.98%) SQL Developer
13 68 (2.77%) Business Intelligence Developer
14 66 (2.69%) Project Manager
15 65 (2.65%) SAP Consultant
16 58 (2.36%) Business Analyst
17 57 (2.32%) SAP PM Consultant
18 50 (2.04%) Business Intelligence Manager
18 50 (2.04%) Data Consultant
18 50 (2.04%) Senior Analyst
Libraries, Frameworks & Software Standards
1 179 (7.30%) Web Services
2 161 (6.56%) .NET
3 131 (5.34%) XML
4 77 (3.14%) HTML
5 76 (3.10%) SOAP
5 76 (3.10%) Spring
6 72 (2.94%) RESTful
7 58 (2.36%) REST
8 54 (2.20%) JSON
9 53 (2.16%) Node.js
10 50 (2.04%) AngularJS
11 48 (1.96%) BAPI
12 44 (1.79%) Middleware
12 44 (1.79%) React
13 43 (1.75%) CSS
14 42 (1.71%) J2EE
14 42 (1.71%) MDX
15 41 (1.67%) Java EE
16 37 (1.51%) Apache Camel
17 29 (1.18%) HTML5
Miscellaneous
1 462 (18.83%) Analytical Skills
2 249 (10.15%) Management Information System
3 168 (6.85%) Computer Science
4 139 (5.67%) Fintech
5 68 (2.77%) Data Structures
6 60 (2.45%) Reference Data
7 51 (2.08%) Enterprise Software
8 46 (1.88%) Equities
9 38 (1.55%) User Experience
10 37 (1.51%) Algorithms
11 36 (1.47%) Data Protection Act
12 34 (1.39%) Mobile App
13 33 (1.35%) Life Science
14 32 (1.30%) Data Centre
15 27 (1.10%) iPad
16 26 (1.06%) Fixed Income
16 26 (1.06%) Hedge funds
17 25 (1.02%) Greenfield Project
18 20 (0.82%) Clustering
19 18 (0.73%) NHS
Operating Systems
1 182 (7.42%) Linux
2 175 (7.13%) Windows
3 146 (5.95%) Unix
4 62 (2.53%) Windows Server
5 40 (1.63%) Windows Server 2012
6 34 (1.39%) Windows Server 2008
7 25 (1.02%) Windows Server 2003
8 8 (0.33%) Android
8 8 (0.33%) Apple iOS
9 7 (0.29%) Windows XP
10 6 (0.24%) Solaris
11 4 (0.16%) AIX
11 4 (0.16%) CentOS
11 4 (0.16%) Red Hat Enterprise Linux
11 4 (0.16%) Ubuntu
12 3 (0.12%) Windows 2000
12 3 (0.12%) Windows Vista
13 2 (0.082%) Debian
13 2 (0.082%) Mac OS
13 2 (0.082%) Windows 8
Processes & Methodologies
1 642 (26.17%) Business Intelligence
2 523 (21.32%) Analytics
3 512 (20.87%) Agile Software Development
4 408 (16.63%) Master Data Management
5 373 (15.21%) ETL
6 350 (14.27%) Data Modelling
7 272 (11.09%) Stakeholder Management
8 244 (9.95%) Project Management
9 215 (8.76%) Data Analysis
10 214 (8.72%) Data Governance
11 209 (8.52%) Data Architecture
12 207 (8.44%) Visualisation
13 186 (7.58%) CRM
13 186 (7.58%) Migration
14 182 (7.42%) Data Integration
15 161 (6.56%) Data Strategy
16 153 (6.24%) Mentoring
17 144 (5.87%) Data Analytics
18 137 (5.58%) ITIL
19 123 (5.01%) Scrum
Programming Languages
1 721 (29.39%) SQL
2 349 (14.23%) Java
3 176 (7.17%) Python
4 173 (7.05%) C#
5 168 (6.85%) T-SQL
6 163 (6.64%) JavaScript
7 99 (4.04%) C++
8 65 (2.65%) C
9 58 (2.36%) R
10 46 (1.88%) PL/SQL
11 45 (1.83%) VBA
12 27 (1.10%) Perl
13 25 (1.02%) Data Analysis Expressions (DAX)
13 25 (1.02%) PHP
14 21 (0.86%) Shell Script
15 20 (0.82%) Ruby
15 20 (0.82%) VB.NET
16 19 (0.77%) PowerShell
16 19 (0.77%) VB
17 18 (0.73%) Scala
Qualifications
1 388 (15.82%) Degree
2 49 (2.00%) Microsoft Certification
2 49 (2.00%) Security Cleared
3 48 (1.96%) CISSP
4 41 (1.67%) PhD
5 34 (1.39%) CISM
5 34 (1.39%) SC Cleared
6 26 (1.06%) ISEB
6 26 (1.06%) Postgraduate
7 25 (1.02%) PMI Certification
8 23 (0.94%) MCSE
9 21 (0.86%) Cisco Certification
9 21 (0.86%) PMP
10 18 (0.73%) CISA
10 18 (0.73%) MCSA
11 14 (0.57%) CCNP
11 14 (0.57%) JNCIA
11 14 (0.57%) JNCIP
12 13 (0.53%) ITIL Certification
13 10 (0.41%) CIMA
Quality Assurance & Compliance
1 352 (14.35%) Data Quality
2 113 (4.61%) QA
3 56 (2.28%) SLA
4 55 (2.24%) ISO/IEC 27001
5 50 (2.04%) PCI DSS
6 29 (1.18%) GDPR
7 19 (0.77%) COBIT
8 12 (0.49%) IFRS
9 10 (0.41%) Actionable Recommendations
10 9 (0.37%) PMO
11 7 (0.29%) IFRS 9
11 7 (0.29%) MiFID
12 6 (0.24%) IAS 39
13 5 (0.20%) HL7
14 4 (0.16%) Disclosure Scotland
14 4 (0.16%) GCP
14 4 (0.16%) P3O
14 4 (0.16%) Solvency II
15 3 (0.12%) COREP
15 3 (0.12%) Dodd-Frank
System Software
1 66 (2.69%) Active Directory
2 37 (1.51%) VMware Infrastructure
3 24 (0.98%) Apache Flume
3 24 (0.98%) Docker
4 22 (0.90%) HDFS
4 22 (0.90%) Hyper-V
5 9 (0.37%) VMware ESXi
6 7 (0.29%) Slurm Workload Manager
7 4 (0.16%) KVM
8 3 (0.12%) Virtual Servers
8 3 (0.12%) vSphere
8 3 (0.12%) Xen
9 2 (0.082%) SRDF
9 2 (0.082%) VMware ESX
9 2 (0.082%) XenDesktop
10 1 (0.041%) Firmware
10 1 (0.041%) GPFS
10 1 (0.041%) LXC
10 1 (0.041%) XenApp
10 1 (0.041%) XenServer
Systems Management
1 22 (0.90%) Oozie
2 20 (0.82%) Backup Exec
3 17 (0.69%) NetBackup
4 15 (0.61%) Ansible
5 14 (0.57%) Puppet
6 12 (0.49%) HP Quality Center
7 11 (0.45%) Kibana
8 10 (0.41%) Hadoop YARN
8 10 (0.41%) HP Data Protector
9 9 (0.37%) HP SIM
10 8 (0.33%) Opscode Chef
10 8 (0.33%) SCCM
11 7 (0.29%) Microsoft Clustering
11 7 (0.29%) SCOM
12 5 (0.20%) EMC NetWorker
12 5 (0.20%) OpenView
13 4 (0.16%) Norton AntiVirus
13 4 (0.16%) WSUS
13 4 (0.16%) ZABBIX
14 2 (0.082%) Data Guard
Vendors
1 448 (18.26%) Microsoft
2 409 (16.67%) Oracle
3 284 (11.58%) SAP
4 144 (5.87%) Tableau
5 95 (3.87%) IBM
6 92 (3.75%) Informatica
7 67 (2.73%) Salesforce.com
8 57 (2.32%) VMware
9 50 (2.04%) HP
10 43 (1.75%) Cognos
10 43 (1.75%) Talend
11 40 (1.63%) Teradata
12 38 (1.55%) Cisco
12 38 (1.55%) Google
13 35 (1.43%) EMC
14 33 (1.35%) Sybase
15 32 (1.30%) Red Hat
16 26 (1.06%) Alteryx
16 26 (1.06%) Cloudera
17 24 (0.98%) MicroStrategy
Chippenham, Wiltshire
Aximis (West) Limited
Salary: Up to £25000 + Excellent Benefits
Posted: 10 hours ago
Bristol, Avon
Aximis (West) Limited
Salary: Up to £25000 + Excellent Benefits
Posted: 10 hours ago
Swindon, Wiltshire
Aximis (West) Limited
Salary: Up to £25000 + Excellent Benefits
Posted: 10 hours ago
Cheltenham, Gloucestershire
Aximis (West) Limited
Salary: Up to £25000 + Excellent Benefits
Posted: 10 hours ago
Cirencester, Gloucestershire
Aximis (West) Limited
Salary: Up to £25000 + Excellent Benefits
Posted: 10 hours ago
London
Venturi
Salary: £40000.00 - £51500.00 per annum + 10% Bonus + Benefits
Posted: 2 hours ago
East Anglia
Venn Group
Salary: £25000 - £30000 Per Annum
Posted: 16 hours ago
Manchester, Lancashire
4it Recruitment Ltd
Salary: From £32,000 to £36,000 per annum plus excellent benefits package
Posted: Yesterday
Crawley, West Sussex
RBW Consulting
Salary: Up to £35,000 per annum + Bonus
Posted: Yesterday
Manchester, Lancashire
The Bridge Ltd
Salary: From £45,000 to £85,000 per annum + benefits
Posted: 22 hours ago
Leatherhead, Surrey
Lorien Resourcing
Posted: 16 hours ago
City, London
I3
Salary: £75000 - £85000 per annum + benefits + bonus
Posted: Yesterday
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £40000 - £45000 per annum
Posted: 2 days ago
City, London
Quant Capital
Salary: Up to £70,000 per annum + benefits
Posted: 13 hours ago
City, London
ANSON MCCADE
Salary: UKP 90000 per year
Posted: Yesterday
Leeds, West Yorkshire
Rullion
Salary: £60000 - £70000 per annum + comprehensive benefits
Posted: 2 days ago
London
Eligo Recruitment Ltd
Salary: £40000 - £50000 per annum + Bonus, Healthcare, Pension
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £45,000 - £60,000k plus brilliant package and unrivalled development
Posted: 18 hours ago
Greater Manchester
ANSON MCCADE
Salary: £70,000 - £90,000k plus brilliant package and unrivalled development
Posted: 18 hours ago
Newcastle Upon Tyne, Tyne and Wear
ANSON MCCADE
Salary: £70,000 - £90,000k plus brilliant package and unrivalled development
Posted: 18 hours ago
Edinburgh & Lothians
ANSON MCCADE
Salary: £70,000 - £90,000k plus brilliant package and unrivalled development
Posted: 18 hours ago
Newark, Nottinghamshire
Oscar
Salary: £300 - £4000 per annum
Posted: Yesterday
Brighton, East Sussex
Search Consultancy
Salary: £40000 - £46045.00 per annum + bonus+pension
Posted: 2 days ago
City, London
I3
Salary: £55000 - £70000 per annum + + bonus + bens
Posted: 2 days ago
Midlands
Harvey Nash plc
Salary: £40000 - £55000 per annum + Benefits Package
Posted: 2 days ago
City, London
Quant Capital
Salary: Up to £45,000 per annum Bonus Medical Pension
Posted: 17 hours ago
Oxford, Oxfordshire
Haybrook IT Resourcing Ltd
Salary: £84,000 per annum
Posted: 17 hours ago
Birmingham, West Midlands (County)
Bright Executive Recruitment
Salary: £45000 - £60000 per annum + Additional Benefits
Posted: Yesterday
Bath, Avon
ComputerWorld Personnel Ltd
Posted: Yesterday
Crawley, West Sussex
Ampersand Consulting
Salary: £30000 - £35000 per annum
Posted: Yesterday